João Paulo Martins
Data Scientist
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Articles
Predicting Reading Level of Texts - A Kaggle NLP Competition
Introduction: One of the main fields of AI is Natural Language Processing and its applications in the real world. Here on Amalgam.ai [https://amalgam.ai/] we are building different models to solve some of the problems around the NLP world, and by consequence, trying to make the world a better place. The Competition: Can machine learning identify the appropriate reading level of a passage of text, and help inspire learning? Reading is an essential skill for academic success. When students have a
João Paulo Martins
October 15, 2021
Porto Seguro Challenge
Introduction: In the modern world the competition for marketing space is fierce, nowadays every company that wants the slight advantage needs AI to select the best customers and increase the ROI of marketing campaigns. And of course, our team at Amalgam.ai is developing solutions to this field. The Challenge: In this competition we were challenged to build a model that predicts the probability of a customer purchasing a product. The score chosen to measure the quality of the prediction was the
João Paulo Martins
October 15, 2021
Chinese Lab Build the World Largest Model and Challenges Google… and the western as a whole.
The Beijing Academy of Artificial Intelligence (BAAI), AKA OpenAI of China, recently launched the latest version of Wudao, a pre-trained deep learning model that is called “the world largest model ever”. The model has an incredible 1.75, wait for it…. TRILLION parameters. But how big is it really? Well, the model is 10 times bigger than the OpenAI GPT-3 model which, until now, has the title of the best model for language generation tasks. Another feature of Wudao is that the model was built and
João Paulo Martins
June 08, 2021
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